Discover Awesome MCP Servers

geo-agent

Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-compatible AI agents, enabling them to fetch and reason about real-time geophysical events.

Doc2x MCP Server

Enables AI assistants to parse and convert PDFs and images to structured text formats using the Doc2x v2 API. Supports asynchronous document processing, format conversion, and file downloads with configurable polling and timeout settings.

fine-tuning-os

A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimensions to prepare, build, train, evaluate, secure, package, and deliver fine-tuned models without ever accessing client data.

Atla MCP Server

Una implementación de servidor MCP que proporciona una interfaz estandarizada para que los LLM interactúen con la API de Atla.

Calculator MCP Server

Provides basic arithmetic operations and advanced mathematical functions through the Model Context Protocol (MCP), with features like calculation history tracking and expression evaluation.

OpenTool

OpenTool is an MCP server that provides AI agents with secure, authenticated access to a wide range of tools (GitHub, Notion, Slack, etc.) through a single MCP connection. It is fully open-source and self-hostable.

Browserbase MCP Server

Provides cloud browser automation capabilities for AI agents, including creating, managing, and retrieving recordings and logs from browser sessions.

MCP Turso

Integrates Turso Cloud databases with Model Context Protocol, enabling CRUD operations and SQL queries via GitHub Copilot in VSCode.

Tangled MCP Server

Enables interaction with Tangled, a git collaboration platform built on AT Protocol. Supports repository management, branch listing, and issue creation/management through natural language commands.

vivioo-mcp

Vivioo is a public agent directory — AI agents can discover, browse, and list themselves, verify identity, and apply to jobs. 8 tools, no authentication required.

OpenSincera MCP Server

Provides access to OpenSincera API for retrieving digital advertising publisher metadata, verification status, and operational metrics through domain or Publisher ID lookup.

Hello MCP Server

A simple greeting server that responds to messages, particularly answering 'how are you' with 'I am great'. Supports both local stdio and HTTP deployment modes with Docker containerization.

MCP Multi-API Server

A bridge allowing AI/LLMs to seamlessly interact with external APIs for weather, finance, and news services through a standardized MCP-compliant interface.

Sond Core API MCP Server

Enables interaction with the Sond Core API through the Model Context Protocol. Auto-generated from the OpenAPI specification at https://core-api-lb.sond.com/api-json to provide programmatic access to Sond's services.

odxproxy-mcpserver

MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling programmatic access for MCP-compatible clients.

MIND MCP Server

Enables AI agents to persist and retrieve memories via a personal knowledge graph, with tools for emotional intelligence, CRM, life management, social features, self-training, and autonomous insights.

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

rope-mcp-server

Provides Python refactoring capabilities via the Rope library, enabling AI agents to perform safe, project-wide code transformations such as renaming symbols, moving modules, and extracting methods.

Zen MCP

An orchestration server that enables AI agents to collaborate across multiple AI models for advanced code analysis, debugging, and development workflows. It maintains context persistence across sessions, allowing agents like Claude to delegate subtasks to other models like Gemini or O3 seamlessly.

pinescript-mcp

Provides comprehensive Pine Script v6 documentation and tools to help AI assistants look up functions, validate syntax, and generate accurate code. It enables linting, version conversion from v5 to v6, and deep conceptual analysis to prevent code hallucinations.

formfill-mcp

FormFill MCP — AI-powered web form automation. Fill out any online form by describing what you want. Supports Stripe payments via x402 protocol.

write-like-me-mcp

Enables Claude to write in your personal style by learning from your local documents. It provides statistical style context for natural language rewriting, all without any data leaving your machine.

Follow Up Boss MCP Server

An MCP server that gives AI agents full access to Follow Up Boss CRM via natural language, enabling CRUD operations on people, deals, appointments, and more through 160 tools.

Mcp Memory Bank

Un sistema de gestión de contexto potente y listo para producción para Modelos de Lenguaje Grandes (LLMs). Construido con ChromaDB y tecnologías de incrustación modernas, proporciona capacidades de memoria persistente y específicas del proyecto que mejoran la comprensión y la calidad de respuesta de su IA.

MCP Docker Hub Server

Enables interaction with Docker Hub through Claude to search images, get image details, list tags, analyze layers, and manage manifests. Provides secure credential storage with encrypted Docker Hub Personal Access Tokens in a MySQL database.

review-dojo-mcp

Enables searching and retrieving knowledge extracted from GitHub PR reviews to help developers avoid repeating mistakes.

Spoonity Consumer MCP Server

MCP server exposing the Spoonity Loyalty REST API for voice/AI assistant integration, enabling users to check rewards, manage loyalty, and perform other actions via natural language.

Rytnow MCP Server

Enables AI assistants to interact with Rytnow project management platform, supporting task management, time tracking, plan creation, and team collaboration through natural language commands.

mcp-gdx-image-webify

An MCP server for converting images to WebP or AVIF formats using the sharp library.